structured output benchmark
SIFO-Multiturn
SIFO-Multiturn evaluates instruction following capabilities in multi-turn conversational settings, testing how well models maintain context and follow instructions across multiple exchanges.
Updated Aug 7, 2026
Published models1
Registry coverage1
MetricScore
EvidenceB
SIFO-Multiturn leaderboard
Sorted by the source-provided rank. Higher score is better according to the registry.
| 1 | AC | 0.711 points | 100.0% | 1 | C |
SIFO-Multiturn highlights
The top published results on this benchmark's own scale.
What is SIFO-Multiturn?
Definition and scoring fields from the benchmark registry.
SIFO-Multiturn evaluates instruction following capabilities in multi-turn conversational settings, testing how well models maintain context and follow instructions across multiple exchanges.
Scores are shown in points. The current registry marks this benchmark as not independently verified with evidence level B.
- Family
- SIFO-Multiturn
- Modality
- text
- Primary category
- structured output
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- sifo-multiturn|llm-stats-current
Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.
FAQ
Common questions about SIFO-Multiturn.
Which model scores highest on SIFO-Multiturn?
Qwen3 VL 235B A22B Thinking is currently ranked first with 0.711 points.
What does SIFO-Multiturn measure?
SIFO-Multiturn evaluates instruction following capabilities in multi-turn conversational settings, testing how well models maintain context and follow instructions across multiple exchanges.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 unique published model results are currently shown.
Does this benchmark affect the overall score?
This benchmark is preserved as source-native evidence but is not eligible for the current overall score.